{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Huygens MTF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.mtf import HuygensMTF\n",
    "from optiland.samples.objectives import CookeTriplet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens = CookeTriplet()\n",
    "_ = lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mtf = HuygensMTF(\n",
    "    lens,\n",
    "    fields=\"all\",\n",
    "    wavelength=\"primary\",\n",
    "    num_rays=128,\n",
    "    image_size=256,\n",
    "    max_freq=\"cutoff\"\n",
    ")\n",
    "_ = mtf.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "optiland (3.13.2)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
